Optimizing local inference: Loading n-gram vectors during layer 1 compute on MacBook

antirez · x · 2026-08-31

antirez proposes an optimization approach where n-gram vectors are loaded from SSD via CPU while the first layer of the model is computed, minimizing the performance hit on high-end MacBooks.

Related event: antirez Dissects Qwen 3.8 Flash Next: SSD-Resident n-grams Enable Local Inference on 64GB Macs(10 posts)→

Original post →

More from Infra

Infra channel →